| Generative Evaluation of Complex Reasoning in Large Language Models | Apr 3, 2025 | BenchmarkingMemorization | CodeCode Available | 1 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions | Jun 19, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Data Unlearning in Diffusion Models | Mar 2, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning | Jul 1, 2024 | Memorization | CodeCode Available | 1 |
| Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| How Do Large Language Models Acquire Factual Knowledge During Pretraining? | Jun 17, 2024 | Memorization | CodeCode Available | 1 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 |
| Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models | Jun 27, 2024 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Are Large Pre-Trained Language Models Leaking Your Personal Information? | May 25, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| An Empirical Study of Memorization in NLP | Mar 23, 2022 | Memorization | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
| Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Large Language Models Are Not Strong Abstract Reasoners | May 31, 2023 | Common Sense ReasoningMemorization | CodeCode Available | 1 |
| Large Loss Matters in Weakly Supervised Multi-Label Classification | Jun 8, 2022 | ClassificationMemorization | CodeCode Available | 1 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers | Dec 22, 2024 | MemorizationTest-time Adaptation | CodeCode Available | 1 |
| Learning to Remember More with Less Memorization | Jan 5, 2019 | MemorizationSentiment Analysis | CodeCode Available | 1 |
| Learning Transferable Parameters for Unsupervised Domain Adaptation | Aug 13, 2021 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels | Apr 18, 2018 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
